| REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints | Nov 22, 2023 | Computational EfficiencyMath | —Unverified | 0 |
| MathGloss: Building mathematical glossaries from text | Nov 21, 2023 | Math | CodeCode Available | 1 |
| Meta Prompting for AI Systems | Nov 20, 2023 | Data InteractionGSM8K | CodeCode Available | 2 |
| System 2 Attention (is something you might need too) | Nov 20, 2023 | Math | CodeCode Available | 2 |
| DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents | Nov 16, 2023 | Math | CodeCode Available | 1 |
| FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains | Nov 16, 2023 | MathMath Word Problem Solving | CodeCode Available | 1 |
| StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving | Nov 15, 2023 | Math | CodeCode Available | 1 |
| Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration | Nov 14, 2023 | DiversityMath | CodeCode Available | 1 |
| First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning | Nov 14, 2023 | GSM8KMath | —Unverified | 0 |
| SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks | Nov 14, 2023 | GSM8KMath | —Unverified | 0 |
| VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency | Nov 13, 2023 | MathMathematical Reasoning | CodeCode Available | 0 |
| Large Language Models' Understanding of Math: Source Criticism and Extrapolation | Nov 12, 2023 | Automated Theorem ProvingMath | —Unverified | 0 |
| Let's Reinforce Step by Step | Nov 10, 2023 | GSM8KLogical Reasoning | —Unverified | 0 |
| Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset | Nov 9, 2023 | MathNatural Language Understanding | CodeCode Available | 1 |
| Agent Lumos: Unified and Modular Training for Open-Source Language Agents | Nov 9, 2023 | MathQuestion Answering | CodeCode Available | 2 |
| Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs | Nov 8, 2023 | FairnessMath | CodeCode Available | 1 |
| Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models | Nov 7, 2023 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation | Nov 7, 2023 | MathRAG | —Unverified | 0 |
| ATHENA: Mathematical Reasoning with Thought Expansion | Nov 2, 2023 | MathMathematical Reasoning | CodeCode Available | 0 |
| Implicit Chain of Thought Reasoning via Knowledge Distillation | Nov 2, 2023 | Knowledge DistillationMath | CodeCode Available | 1 |
| Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving | Nov 1, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Learning From Mistakes Makes LLM Better Reasoner | Oct 31, 2023 | GSM8KMath | CodeCode Available | 1 |
| Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations | Oct 31, 2023 | GSM8KMath | CodeCode Available | 1 |
| Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks | Oct 30, 2023 | FairnessMath | CodeCode Available | 0 |
| math-PVS: A Large Language Model Framework to Map Scientific Publications to PVS Theories | Oct 25, 2023 | Automated Theorem ProvingLanguage Modeling | —Unverified | 0 |
